Company Filing History:
Years Active: 2016-2017
Title: Innovations by Aaron Small in Risk Assessment Modeling
Introduction
Aaron Small is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of risk assessment modeling, holding 2 patents that focus on enhancing user account security through innovative techniques and systems.
Latest Patents
Aaron's latest patents revolve around risk assessment modeling. These patents provide one or more techniques and/or systems for evaluating historical authentication data and compromised user account data. The goal is to identify a set of authentication context properties associated with user authentication sessions and a set of malicious account context properties linked to compromised user accounts. This includes properties that indicate whether a user has recently visited a malicious site or logged in from unknown locations. The annotated context property training set generated from this data is used to train a risk assessment machine learning model. This model ultimately generates a risk analysis metric that indicates the likelihood of a user account event being malicious or safe.
Career Highlights
Aaron Small is currently employed at Microsoft Technology Licensing, LLC, where he applies his expertise in risk assessment modeling. His work contributes to the development of advanced security measures that protect user accounts from potential threats.
Collaborations
Aaron has collaborated with notable colleagues, including Luke Abrams and David Steeves, to further enhance the effectiveness of his innovations in risk assessment.
Conclusion
Aaron Small's contributions to risk assessment modeling demonstrate his commitment to improving user account security through innovative technologies. His work at Microsoft Technology Licensing, LLC, and his patents reflect his significant impact in the field.